Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-24 1.384603 1.723542 2.176831 2.854268 3.895049 5.544654 8.651788
2025-08-31 0.930441 1.264764 1.782176 2.721204 4.622516 9.166311 26.923609
2025-09-07 0.754012 1.086643 1.656560 2.858094 5.973765 17.920509 248.632222
2025-09-14 0.632757 0.946662 1.521958 2.871774 7.149475 34.350928 NaN
2025-09-21 0.541059 0.829670 1.383169 2.784472 7.985090 64.438452 NaN
2025-09-28 0.477342 0.747228 1.285228 2.742523 9.046859 152.542085 NaN
2025-10-05 0.450337 0.726026 1.307431 3.053822 12.889696 6917.147841 NaN
2025-10-12 0.419446 0.690720 1.286999 3.227574 17.064334 NaN NaN
2025-10-19 0.385010 0.642233 1.222241 3.209264 19.993619 NaN NaN
2025-10-26 0.351613 0.591023 1.139167 3.077028 21.395508 NaN NaN
2025-11-02 0.331228 0.564158 1.111863 3.160244 27.315147 NaN NaN
2025-11-09 0.316350 0.546837 1.105397 3.336971 38.869746 NaN NaN
2025-11-16 0.296996 0.517922 1.063133 3.332604 48.166195 NaN NaN
2025-11-23 0.275926 0.483041 0.998279 3.182831 51.156240 NaN NaN
2025-11-30 0.265428 0.470566 0.994555 3.358538 81.640125 NaN NaN
2025-12-07 0.252316 0.450646 0.965230 3.376316 111.619727 NaN NaN
2025-12-14 0.237888 0.426295 0.918603 3.265760 126.735280 NaN NaN
2025-12-21 0.226033 0.406865 0.883899 3.212757 158.960082 NaN NaN
2025-12-28 0.223264 0.408349 0.913676 3.608329 677.632897 NaN NaN
2026-01-04 0.217311 0.401592 0.916196 3.831269 5787.474998 NaN NaN
2026-01-11 0.208266 0.386500 0.888842 3.807703 87457.871515 NaN NaN
2026-01-18 0.197999 0.367657 0.846427 3.638018 216161.278088 NaN NaN
2026-01-25 0.192107 0.359112 0.837428 3.744698 NaN NaN NaN